TY - JOUR
T1 - Stiffness design of machine tool structures by a biologically inspired topology optimization method
AU - Li, Baotong
AU - Hong, Jun
AU - Liu, Zhifeng
PY - 2014/9
Y1 - 2014/9
N2 - This paper introduces a novel approach for designing the stiffener layout inside large machine tools by applying the self-optimal growth principle of plant ramifications in nature. Firstly, numerical studies are carried out in order to confirm the potential of leaf venation as concept generators for creating the optimal load-bearing topology for stiffened machine tool structures. Then, a mathematical model explaining the optimality of plant morphogenesis is presented. Based on this, an evolutionary algorithm is developed, which uses three growth strategies to determine the candidate stiffeners to grow or atrophy with respect to the loads applied. The proposed growth-based method could generate a distinct stiffener layout, which is different to those produced by the conventional topology optimization methods, and thus offers unique possibilities of improving the design efficiency and commonality for machine tool development. The suggested approach is finally applied to the re-design of an actual grinding machine column, on which the numerical analyses and experimental tests conducted exemplify the performance enhancement, and therefore is a good choice for the stiffener layout design of machine tool structures.
AB - This paper introduces a novel approach for designing the stiffener layout inside large machine tools by applying the self-optimal growth principle of plant ramifications in nature. Firstly, numerical studies are carried out in order to confirm the potential of leaf venation as concept generators for creating the optimal load-bearing topology for stiffened machine tool structures. Then, a mathematical model explaining the optimality of plant morphogenesis is presented. Based on this, an evolutionary algorithm is developed, which uses three growth strategies to determine the candidate stiffeners to grow or atrophy with respect to the loads applied. The proposed growth-based method could generate a distinct stiffener layout, which is different to those produced by the conventional topology optimization methods, and thus offers unique possibilities of improving the design efficiency and commonality for machine tool development. The suggested approach is finally applied to the re-design of an actual grinding machine column, on which the numerical analyses and experimental tests conducted exemplify the performance enhancement, and therefore is a good choice for the stiffener layout design of machine tool structures.
KW - Adaptive growth
KW - Machine tool structures
KW - Stiffener layout
KW - Topology optimization
UR - https://www.scopus.com/pages/publications/84899794990
U2 - 10.1016/j.ijmachtools.2014.03.005
DO - 10.1016/j.ijmachtools.2014.03.005
M3 - 文章
AN - SCOPUS:84899794990
SN - 0890-6955
VL - 84
SP - 33
EP - 44
JO - International Journal of Machine Tools and Manufacture
JF - International Journal of Machine Tools and Manufacture
ER -